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MixProTool: A Powerful and Comprehensive Web Tool for Analyzing and Visualizing Multigroup Proteomics Data

机译:MIXPROTOOL:一种强大而全面的Web工具,用于分析和可视化Multigroup Proteomics数据

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摘要

Deciphering and visualizing proteomics data are a big challenge for high-throughput proteomics research. In this work, we develop a free interactive web software platform, MixProTool, for processing multigroup proteomics data sets. This tool provides integrated data analysis workflow, including quality control assessment, normalization, soft independent modeling of class analogy, statistics, gene ontology enrichment, and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis. This software is also highly compatible with the identification and quantification results of various frequently used search engines, such as MaxQuant, Proteome Discoverer, or Mascot. Moreover, all analyzed results can be visualized as vector graphs and tables for further analysis. MixProTool can be conveniently operated by users, even those without bioinformatics training, and it is extremely useful for mining the most relevant features among different samples. MixProTool is deployed at the public shinyapps io server.
机译:解密和可视化蛋白质组学数据是高通量蛋白质组学研究的重要挑战。在这项工作中,我们开发了一个免费的交互式Web软件平台MixProTool,用于处理Multigroup Proteomics数据集。该工具提供集成的数据分析工作流程,包括质量控制评估,归一化,级等类比,统计,基因本体富集,基因的京都百科全书和基因组途径富集分析。该软件也与各种常用搜索引擎的识别和量化结果高度兼容,例如MaxQuant,蛋白质组发现者或吉祥物。此外,所有分析的结果都可以可视化为矢量图和表以进一步分析。 MixProTool可以通过用户方便地操作,即使是那些没有生物信息学培训的人,也可以在不同样本中开采最相关的功能是非常有用的。 MixProTool部署在公共ShinyApps IO服务器上。

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  • 作者单位

    SCU West China Hosp MOH Lab Prote &

    Metabol Key Lab Transplant Engn &

    Imm West China Washington Mitochondria &

    Metab Res Ct 88 Keyuan South Rd Chengdu 610041 Sichuan Peoples R China;

    SCU West China Hosp MOH Lab Prote &

    Metabol Key Lab Transplant Engn &

    Imm West China Washington Mitochondria &

    Metab Res Ct 88 Keyuan South Rd Chengdu 610041 Sichuan Peoples R China;

    SCU West China Hosp MOH Lab Prote &

    Metabol Key Lab Transplant Engn &

    Imm West China Washington Mitochondria &

    Metab Res Ct 88 Keyuan South Rd Chengdu 610041 Sichuan Peoples R China;

    SCU West China Hosp MOH Lab Prote &

    Metabol Key Lab Transplant Engn &

    Imm West China Washington Mitochondria &

    Metab Res Ct 88 Keyuan South Rd Chengdu 610041 Sichuan Peoples R China;

    SCU West China Hosp MOH Lab Prote &

    Metabol Key Lab Transplant Engn &

    Imm West China Washington Mitochondria &

    Metab Res Ct 88 Keyuan South Rd Chengdu 610041 Sichuan Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生物数学方法;
  • 关键词

    multigroups; proteomics data; web tool; data analysis workflow;

    机译:Multigroups;蛋白质组学数据;网络工具;数据分析工作流程;

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